PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

TKAN: Temporal Kolmogorov-Arnold Networks

pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models

Temporal Network Tools

[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs

PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

Code and data for the KDD 2023 paper "Predicting Information Pathways Across Online Communities."

Convert Shapefile to the Network and find number of shortest paths

Python package for simulating spreading phenomena in complex networks

Temporal Walk Based Centrality Metric for Graph Streams

Python package to simulate a vast range of transmission processes on various structures

Representation and learning framework for dynamic graphs using Graph Neural Networks.

A Temporal Networks Library written in Python

A Soccer Ball Detector using Fully Convolutional Neural Networks and ConvLSTM

Matching procedure for tracing communities in temporal data

STHN: Simplifying Temporal Heterogeneous Network for Continuous-Time Link Prediction [CIKM 2023]

Compact time- and attribute-aware node representations